Paper Citation Record · LEDGER

Context Conquers Parameters: Outperforming Proprietary LLM in Commit Message Generation

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2408.02502.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2408.02502 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:02:17.300650Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-10T11:35:18.573193Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 1b3ce634-a3cb-424a-a4e8-b5009638b496 · inbound

Larger Is Not Always Better: Exploring Small Open-source Language Models in Logging Statement Generation cites this paper.

Larger Is Not Always Better: Exploring Small Open-source Language Models in Logging Statement Generation Context Conquers Parameters: Outperforming Proprietary LLM in Commit Message Generation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T15:02:17.300650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cadc917-51c2-47af-815e-c79444f5b71e · inbound

Smaller = Weaker? Benchmarking Robustness of Quantized LLMs in Code Generation cites this paper.

Smaller = Weaker? Benchmarking Robustness of Quantized LLMs in Code Generation Context Conquers Parameters: Outperforming Proprietary LLM in Commit Message Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T22:05:06.477077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 310ad5ca-d1c2-4e0e-b9b9-5af671934d97 · inbound

Prompt-Driven Code Summarization: A Systematic Literature Review cites this paper.

Prompt-Driven Code Summarization: A Systematic Literature Review Context Conquers Parameters: Outperforming Proprietary LLM in Commit Message Generation

Reference 111

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:35:18.574844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5887741a-da37-46c9-bc44-ce9fa43be84a · inbound

CommitSuite: A Comprehensive Benchmark for Commit Classification and Message Generation cites this paper.

CommitSuite: A Comprehensive Benchmark for Commit Classification and Message Generation Context Conquers Parameters: Outperforming Proprietary LLM in Commit Message Generation

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:30:42.522530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.